克隆选择算法在车型分类中的应用研究

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1、长沙理工大学硕士学位论文克隆选择算法在车型分类中的应用研究姓名：赵燕申请学位级别：硕士专业：交通信息工程及控制指导教师：叶青20070418ABSTRACTInthework0fthehighwaymodernjzedmaⅡagement，theautOmaticVehicleclassificatiOnmayassisttoHcOUectOrchargingandrealizethcautOmaticstatisticsOfthetranspOTtationdata，whichisadVantagcousfortheredu

2、ctiOnofthechargeoutnowcausedbythcmanualchargcandtheintegratiOnmanagementOfthetransportationadministrationdepartmentandimproVestheusingefficiencyOfthehighway．FirstlytheVehiclcdetectorbasedOnthcinductiOncoilisusedtOgathcrVehicletypedatainthispapefandthewofkOfthedigjta

3、lfiltering，thesamplingandthecharacteristicexn’actingarecarriedouttothegathcredVehicletypedata．ThenthcclOnalselectiOna190rithmbased0nthcartificialimmuneprincipleisadOptedtOfealizethevehjcleautOmaticclassifjcation，whichprOvidesanewresearchmcthodfOrvehicleclassificatiO

4、n．AimingattheprOblemsexistedinthec10nalselectiOnalgOrithmthatthebinafycodingcausesthetrOublesOfcomplexcomputationand“themischanceOfthedimensiOns”andthefixcdvafiatiOnmOdebringstheproblem0fs10wconVefgentspeeding，animproVedclonalselcctiOnalgOrithmaccOrdingtotheclOnalse

5、lectiOnprinciplebased0ntheartificialimmunesystemisadoptedinthispapeLlntheimpr0Vedc10nalselectionalgorithm，theantibOdyisthecandidatesolutionOftherealcodjng，andjtjsi丑troducedthefhoughlsoftheclonalseJectjOnexpanding，theclonedeletion，theclonevariationandthcantibodycircu

6、lationsupplementandsoOn．TheclonalselectionexpandingenablesthcexcellentantibodicswithhighaffinityObtainbiggerc10ncscale，andthec10neVariatiOnandtheclOnedeletiOnenablethealgOrithmsearchmOreexcellentantibOdiesaccordingtOahigherprobabiIityinthefoundatiOnoftheexcellentant

7、ibOdies，whichmakesthealgorithmhaVethcstrongpartialoptimizationability．Meanwhile，theimmunebodycirculationsupplementmechanismenablesthealgOrithmmaintainthemultiplicity0ftheantibodyandstrengthenthewhOleOptimizatiOnabilityofthealgOfithm．ⅡFinally，throughthcsimulatiOnto6k

8、indsOftypicalVehicleclassificationproblem，theparameters0f也cimprOVedclonalselectionalgO“thmwhichinnuencedthealgOrithmperformanccareanalyzed